It's mostly because dove feathers are coated by a dusty powder that makes them waterproof.

He knows how difficult it can be to tell what he is. He had forgotten his own death for a while. And, in Wonderland, the oddities that made him realize what he is are gone. "Hm. In a place like this, it doesn't seem to change much."